An in-development R package and a Bayesian hierarchical model jointly fitting multiple "local" wastewater data streams and "global" case count data to produce nowcasts and forecasts of both observations
We should demonstrate a small pipeline to produce state level forecasts with a specified location and forecast date. We can make this into a vignette that would be fully runnable if we use publicly available data --- @cbernalz suggested using CA's public data here. and hospital admissions data here
Requirements
[ ] take in a config.toml/yaml specifying the configuration for producing the forecast
[ ] pre-process the wastewater data to fit the format expected of the package
Goal
We should demonstrate a small pipeline to produce state level forecasts with a specified location and forecast date. We can make this into a vignette that would be fully runnable if we use publicly available data --- @cbernalz suggested using CA's public data here. and hospital admissions data here
Requirements